[30/09/2020 13:08:56 PM]: INFO - Running command 'run'
[30/09/2020 13:08:56 PM]: INFO - Started run with ID "35"
[30/09/2020 13:08:56 PM]: INFO - Running experiments with config_name=telicty_ar and with vector_file=/Users/thomas/research/data/fastText/fasttext_wiki-ar-align_dim-300.kvec and evaluation_mode=cross_validation and drop_target=None...
[30/09/2020 13:08:58 PM]: INFO - fastText embeddings loaded!
[30/09/2020 13:08:58 PM]: INFO - Preparing data for experiment from /Users/thomas/research/data/verb_telicity/telicity_captions/ar/arabic_captions.tsv...
[30/09/2020 13:09:00 PM]: INFO - Starting 10-cross validation...
[30/09/2020 13:09:00 PM]: INFO - Encoding labels...
[30/09/2020 13:09:00 PM]: INFO - 3 Labels (['Atelic' 'Stative' 'Telic']) encoded!
[30/09/2020 13:09:00 PM]: INFO - Encoding data...
[30/09/2020 13:09:00 PM]: INFO - Encoded data with shape X.shape=(205, 300) and labels with shape=(205,)!
/Users/thomas/.virtualenvs/rasa/lib/python3.7/site-packages/sklearn/model_selection/_split.py:672: UserWarning: The least populated class in y has only 2 members, which is less than n_splits=10.
  % (min_groups, self.n_splits)), UserWarning)
[30/09/2020 13:09:00 PM]: INFO - Average Accuracy: 0.7904761904761904 (+/- 0.04206948145439006); Majority class baseline Accuracy: 0.7219512195121951; F1 weighted=0.7670971443842701; F1 micro=0.7902439024390243; F1 macro=0.46492641529702433
[30/09/2020 13:09:00 PM]: INFO - Running analysis...
[30/09/2020 13:09:00 PM]: INFO - Storing analysis resources at /Users/thomas/research/experiments/verb_telicity/ar/...
[30/09/2020 13:09:00 PM]: INFO - Finished!
[30/09/2020 13:09:00 PM]: INFO - Result: 0.7904761904761904
[30/09/2020 13:09:00 PM]: INFO - Completed after 0:00:05
